Computer Vision Engineer

Infosys
Posted on
Infosys logo
Experience
2 - 5 yrs
Job Location
Bengaluru, India
Vacancy
1
Designation
Computer Vision Engineer
Job Type
ONSITE

Job Description

Educational Requirements
Bachelor of Engineering,Bachelor Of Technology,Bachelor Of Science,Bachelor Of Comp. Applications,Master Of Engineering,Master Of Technology,Master Of Comp. Applications,Master Of Science
Service Line
Engineering Services
Responsibilities
  • Design, train, and optimize deep learning models for computer vision tasks such as object detection, image recognition, segmentation, and video analytics.
  • Lead large-scale real-time implementations involving 100+ video streams.
  • Fine-tune models like CNNs and Vision Transformers using frameworks such as TensorFlow, PyTorch, and ONNX.
  • Build and deploy inference pipelines using NVIDIA technologies including NGC models, TAO Toolkit, DeepStream Metropolis, and Triton Server.
  • Apply pre- and post-processing techniques to enhance model performance and evaluation.
  • Develop and implement multi-object tracking algorithms across multiple camera feeds.
  • Perform camera calibration and extract regions of interest (ROI), action recognition using temporal analysis techniques.
  • Develop models for feature extraction and come up with strategies for latent space analysis and manipulation of the data.
  • Proficiency in writing complex SQL queries, familiarity with NoSQL or Graph Databases (Neo4j) is an advantage.
  • Knowledge of infrastructure as code tools (e.g., Terraform, Ansible) is an advantage.
  • Proficiency with containerization technologies (Docker) and orchestration tools (Kubernetes) is an advantage.
Additional Responsibilities
  • Good knowledge on software configuration management systems
  • Strong business acumen, strategy and cross-industry thought leadership
  • Awareness of latest technologies and Industry trends
  • Logical thinking and problem solving skills along with an ability to collaborate
  • Two or three industry domain knowledge
  • Understanding of the financial processes for various types of projects and the various pricing models available
  • Client Interfacing skills
  • Knowledge of SDLC and agile methodologies
  • Project and Team management
Preferred Skills
  • Technology->AI-Data science->PYTHON
  • Technology->AI-Data science->Computer Vision->Image Video processing

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